Curious what you mean by "corrupt" here. I'm genuinely curious as I've never worked at a company in ad-tech before, so it's always fascinating got me to hear from insiders.
Ad networks that push adware or malware that facilitate click fraud. I would guess that anywhere from 2 to 3 billion dollars spent on Internet advertising each year is ending up in the hands of corrupt ad tech vendors.